cavis/libnd4j/tests_cpu/layers_tests/ArrayOptionsTests.cpp

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/*******************************************************************************
* Copyright (c) 2015-2018 Skymind, Inc.
*
* This program and the accompanying materials are made available under the
* terms of the Apache License, Version 2.0 which is available at
* https://www.apache.org/licenses/LICENSE-2.0.
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
* WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
* License for the specific language governing permissions and limitations
* under the License.
*
* SPDX-License-Identifier: Apache-2.0
******************************************************************************/
//
// Created by raver119 on 13.01.2018.
//
#include "testlayers.h"
#include <array/ArrayOptions.h>
#include <array/NDArray.h>
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using namespace sd;
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class ArrayOptionsTests : public testing::Test {
public:
Nd4jLong shape[8] = {2, 5, 5, 5, 1, 0, 1, 99};
};
TEST_F(ArrayOptionsTests, TestShape_Basic_0) {
shape[5] = 1;
ASSERT_TRUE(ArrayOptions::isNewFormat(shape));
ASSERT_FALSE(ArrayOptions::isSparseArray(shape));
}
TEST_F(ArrayOptionsTests, TestShape_Basic_1) {
shape[5] = 2;
ASSERT_TRUE(ArrayOptions::isNewFormat(shape));
ASSERT_TRUE(ArrayOptions::isSparseArray(shape));
}
TEST_F(ArrayOptionsTests, TestShape_Basic_2) {
shape[5] = 258;
ASSERT_TRUE(ArrayOptions::isNewFormat(shape));
ASSERT_TRUE(ArrayOptions::isSparseArray(shape));
ASSERT_EQ(SpaceType::CONTINUOUS, ArrayOptions::spaceType(shape));
}
TEST_F(ArrayOptionsTests, TestShape_Basic_3) {
ASSERT_EQ(0, shape::extra(shape));
ASSERT_EQ(SpaceType::CONTINUOUS, ArrayOptions::spaceType(shape));
}
TEST_F(ArrayOptionsTests, TestShape_Basic_4) {
ArrayOptions::setPropertyBits(shape, {ARRAY_HALF, ARRAY_QUANTIZED});
auto dtype = ArrayOptions::dataType(shape);
ASSERT_FALSE(ArrayOptions::isSparseArray(shape));
ASSERT_TRUE(sd::DataType::HALF == ArrayOptions::dataType(shape));
ASSERT_EQ(sd::ArrayType::DENSE, ArrayOptions::arrayType(shape));
ASSERT_EQ(sd::SpaceType::QUANTIZED, ArrayOptions::spaceType(shape));
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}
TEST_F(ArrayOptionsTests, TestShape_Basic_5) {
ArrayOptions::setPropertyBits(shape, {ARRAY_SPARSE, ARRAY_INT, ARRAY_CSC});
ASSERT_TRUE(ArrayOptions::isSparseArray(shape));
ASSERT_TRUE(sd::DataType::INT32 == ArrayOptions::dataType(shape));
ASSERT_EQ(sd::SparseType::CSC, ArrayOptions::sparseType(shape));
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}
TEST_F(ArrayOptionsTests, TestShape_Basic_6) {
ArrayOptions::setPropertyBits(shape, {ARRAY_EMPTY, ARRAY_INT, ARRAY_CSC});
ASSERT_EQ(sd::ArrayType::EMPTY, ArrayOptions::arrayType(shape));
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}
TEST_F(ArrayOptionsTests, TestShape_Basic_7) {
ArrayOptions::setDataType(shape, sd::DataType::FLOAT32);
ArrayOptions::setDataType(shape, sd::DataType::FLOAT32);
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ASSERT_EQ(sd::DataType::FLOAT32, ArrayOptions::dataType(shape));
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}
TEST_F(ArrayOptionsTests, TestShape_Basic_8) {
ArrayOptions::setDataType(shape, sd::DataType::DOUBLE);
ArrayOptions::setDataType(shape, sd::DataType::FLOAT32);
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ASSERT_EQ(sd::DataType::FLOAT32, ArrayOptions::dataType(shape));
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}
TEST_F(ArrayOptionsTests, TestShape_Basic_9) {
ArrayOptions::setDataType(shape, sd::DataType::FLOAT32);
ArrayOptions::setDataType(shape, sd::DataType::DOUBLE);
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ASSERT_EQ(sd::DataType::DOUBLE, ArrayOptions::dataType(shape));
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}